Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	4178
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	685.6 KiB
Average record size in memory	168.0 B

Variable types

DateTime	1
Numeric	19
Categorical	1

Warnings

`open` is highly correlated with `high` and 6 other fields	High correlation
`high` is highly correlated with `open` and 6 other fields	High correlation
`low` is highly correlated with `open` and 6 other fields	High correlation
`close` is highly correlated with `open` and 6 other fields	High correlation
`BB_MIDDLE` is highly correlated with `open` and 6 other fields	High correlation
`BB_UPPER` is highly correlated with `open` and 6 other fields	High correlation
`BB_LOWER` is highly correlated with `open` and 6 other fields	High correlation
`MACD` is highly correlated with `MACD_signal` and 2 other fields	High correlation
`MACD_signal` is highly correlated with `MACD`	High correlation
`RSI` is highly correlated with `MACD` and 5 other fields	High correlation
`BBp` is highly correlated with `RSI` and 4 other fields	High correlation
`DMIp` is highly correlated with `RSI` and 4 other fields	High correlation
`DMIm` is highly correlated with `MACD` and 5 other fields	High correlation
`STOCH_K` is highly correlated with `RSI` and 4 other fields	High correlation
`STOCH_D` is highly correlated with `RSI` and 4 other fields	High correlation
`OBV` is highly correlated with `open` and 6 other fields	High correlation
`open` is highly correlated with `high` and 6 other fields	High correlation
`high` is highly correlated with `open` and 6 other fields	High correlation
`low` is highly correlated with `open` and 6 other fields	High correlation
`close` is highly correlated with `open` and 6 other fields	High correlation
`volume` is highly correlated with `BBWIDTH`	High correlation
`BB_MIDDLE` is highly correlated with `open` and 6 other fields	High correlation
`BB_UPPER` is highly correlated with `open` and 6 other fields	High correlation
`BB_LOWER` is highly correlated with `open` and 6 other fields	High correlation
`BBWIDTH` is highly correlated with `volume`	High correlation
`MACD` is highly correlated with `MACD_signal` and 5 other fields	High correlation
`MACD_signal` is highly correlated with `MACD` and 3 other fields	High correlation
`RSI` is highly correlated with `MACD` and 6 other fields	High correlation
`BBp` is highly correlated with `MACD` and 5 other fields	High correlation
`DMIp` is highly correlated with `MACD` and 6 other fields	High correlation
`DMIm` is highly correlated with `MACD` and 6 other fields	High correlation
`STOCH_K` is highly correlated with `RSI` and 4 other fields	High correlation
`STOCH_D` is highly correlated with `MACD` and 5 other fields	High correlation
`OBV` is highly correlated with `open` and 6 other fields	High correlation
`open` is highly correlated with `high` and 6 other fields	High correlation
`high` is highly correlated with `open` and 6 other fields	High correlation
`low` is highly correlated with `open` and 6 other fields	High correlation
`close` is highly correlated with `open` and 6 other fields	High correlation
`BB_MIDDLE` is highly correlated with `open` and 6 other fields	High correlation
`BB_UPPER` is highly correlated with `open` and 6 other fields	High correlation
`BB_LOWER` is highly correlated with `open` and 6 other fields	High correlation
`MACD` is highly correlated with `MACD_signal` and 3 other fields	High correlation
`MACD_signal` is highly correlated with `MACD`	High correlation
`RSI` is highly correlated with `MACD` and 5 other fields	High correlation
`BBp` is highly correlated with `RSI` and 4 other fields	High correlation
`DMIp` is highly correlated with `MACD` and 2 other fields	High correlation
`DMIm` is highly correlated with `MACD` and 2 other fields	High correlation
`STOCH_K` is highly correlated with `RSI` and 2 other fields	High correlation
`STOCH_D` is highly correlated with `RSI` and 2 other fields	High correlation
`OBV` is highly correlated with `open` and 6 other fields	High correlation
`close` is highly correlated with `MACD` and 9 other fields	High correlation
`MACD` is highly correlated with `close` and 13 other fields	High correlation
`volume` is highly correlated with `BBWIDTH`	High correlation
`OBV` is highly correlated with `close` and 9 other fields	High correlation
`high` is highly correlated with `close` and 9 other fields	High correlation
`BBWIDTH` is highly correlated with `close` and 11 other fields	High correlation
`DMIm` is highly correlated with `MACD` and 8 other fields	High correlation
`BB_UPPER` is highly correlated with `close` and 9 other fields	High correlation
`BB_MIDDLE` is highly correlated with `close` and 9 other fields	High correlation
`BB_LOWER` is highly correlated with `close` and 9 other fields	High correlation
`open` is highly correlated with `close` and 9 other fields	High correlation
`BBp` is highly correlated with `DMIm` and 4 other fields	High correlation
`RSI` is highly correlated with `MACD` and 6 other fields	High correlation
`ADX` is highly correlated with `MACD` and 4 other fields	High correlation
`DMIp` is highly correlated with `MACD` and 6 other fields	High correlation
`STOCH_K` is highly correlated with `DMIm` and 4 other fields	High correlation
`low` is highly correlated with `close` and 8 other fields	High correlation
`STOCH_D` is highly correlated with `DMIm` and 4 other fields	High correlation
`MACD_signal` is highly correlated with `close` and 12 other fields	High correlation
`datetime` has unique values	Unique
`volume` has unique values	Unique
`MACD` has unique values	Unique
`MACD_signal` has unique values	Unique
`RSI` has unique values	Unique
`BBp` has unique values	Unique
`ADX` has unique values	Unique
`DMIp` has unique values	Unique
`DMIm` has unique values	Unique
`STOCH_D` has unique values	Unique
`OBV` has unique values	Unique

Reproduction

Analysis started	2021-06-24 22:00:31.373912
Analysis finished	2021-06-24 22:01:09.324551
Duration	37.95 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

datetime
Date

UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	32.8 KiB

Minimum	2019-07-29 06:00:00
Maximum	2021-06-24 22:00:00

Histogram

Histogram with fixed size bins (bins=50)

open
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4168
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19409.98443

Minimum	4565.63
Maximum	64509.48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	4565.63
5-th percentile	6950.501
Q1	8836.28
median	10340.985
Q3	29304.72
95-th percentile	56906.9905
Maximum	64509.48
Range	59943.85
Interquartile range (IQR)	20468.44

Descriptive statistics

Standard deviation	16633.57603
Coefficient of variation (CV)	0.8569597823
Kurtosis	0.2408269822
Mean	19409.98443
Median Absolute Deviation (MAD)	2414.18
Skewness	1.323110214
Sum	81094914.95
Variance	276675851.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10785.23	2	< 0.1%
33505.15	2	< 0.1%
8715	2	< 0.1%
7297.91	2	< 0.1%
6730.01	2	< 0.1%
38700	2	< 0.1%
9152.16	2	< 0.1%
8800	2	< 0.1%
8134.89	2	< 0.1%
10706.56	2	< 0.1%
Other values (4158)	4158	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4565.63	1	< 0.1%
4789.99	1	< 0.1%
4800.01	1	< 0.1%
4942.5	1	< 0.1%
5028.86	1	< 0.1%
5141.48	1	< 0.1%
5144.53	1	< 0.1%
5148.73	1	< 0.1%
5159.09	1	< 0.1%
5172.48	1	< 0.1%

Value	Count	Frequency (%)
64509.48	1	< 0.1%
64288.8	1	< 0.1%
63749.19	1	< 0.1%
63575.01	1	< 0.1%
63363.29	1	< 0.1%
63331.83	1	< 0.1%
63158.74	1	< 0.1%
63056.62	1	< 0.1%
63045.03	1	< 0.1%
62997.02	1	< 0.1%

high
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3954
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19656.33599

Minimum	4950
Maximum	64854
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	4950
5-th percentile	7084.8775
Q1	8925.0975
median	10420.495
Q3	29469.75
95-th percentile	57501.2705
Maximum	64854
Range	59904
Interquartile range (IQR)	20544.6525

Descriptive statistics

Standard deviation	16881.7692
Coefficient of variation (CV)	0.8588461863
Kurtosis	0.2032252565
Mean	19656.33599
Median Absolute Deviation (MAD)	2442.08
Skewness	1.313843381
Sum	82124171.76
Variance	284994131.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9720	4	0.1%
9800	4	0.1%
10250	4	0.1%
7350	4	0.1%
9610	3	0.1%
8950	3	0.1%
9085	3	0.1%
9240	3	0.1%
9650	3	0.1%
8880	3	0.1%
Other values (3944)	4144	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4950	1	< 0.1%
5060	1	< 0.1%
5175	1	< 0.1%
5200	1	< 0.1%
5248	1	< 0.1%
5273.37	1	< 0.1%
5297.8	1	< 0.1%
5332.04	1	< 0.1%
5349	1	< 0.1%
5365.42	1	< 0.1%

Value	Count	Frequency (%)
64854	1	< 0.1%
64787.98	1	< 0.1%
64640.58	1	< 0.1%
63869.99	1	< 0.1%
63800	1	< 0.1%
63777.77	1	< 0.1%
63764.62	1	< 0.1%
63666	1	< 0.1%
63657.86	1	< 0.1%
63573.02	1	< 0.1%

low
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3963
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19135.11108

Minimum	3782.13
Maximum	63605.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	3782.13
5-th percentile	6859.5735
Q1	8757.4575
median	10271.5
Q3	28839.135
95-th percentile	56141.4145
Maximum	63605.85
Range	59823.72
Interquartile range (IQR)	20081.6775

Descriptive statistics

Standard deviation	16349.95033
Coefficient of variation (CV)	0.8544476307
Kurtosis	0.2845672959
Mean	19135.11108
Median Absolute Deviation (MAD)	2419.42
Skewness	1.333577392
Sum	79946494.11
Variance	267320875.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7150	5	0.1%
9400	5	0.1%
11700	5	0.1%
10060	4	0.1%
10200	4	0.1%
9125	4	0.1%
9120	4	0.1%
9151	4	0.1%
7100	4	0.1%
9000	3	0.1%
Other values (3953)	4136	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3782.13	1	< 0.1%
4410	1	< 0.1%
4442.12	1	< 0.1%
4500	1	< 0.1%
4674	1	< 0.1%
4778	1	< 0.1%
4807	1	< 0.1%
4820	1	< 0.1%
4828	1	< 0.1%
4920	1	< 0.1%

Value	Count	Frequency (%)
63605.85	1	< 0.1%
63063.32	1	< 0.1%
63012.84	1	< 0.1%
62963.78	1	< 0.1%
62842.99	1	< 0.1%
62706.4	1	< 0.1%
62684.01	1	< 0.1%
62530	1	< 0.1%
62500	1	< 0.1%
62347.36	1	< 0.1%

close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4168
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19416.04925

Minimum	4565.59
Maximum	64511.21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	4565.59
5-th percentile	6950.5505
Q1	8836.7375
median	10341.66
Q3	29327.14
95-th percentile	56906.999
Maximum	64511.21
Range	59945.62
Interquartile range (IQR)	20490.4025

Descriptive statistics

Standard deviation	16634.62383
Coefficient of variation (CV)	0.8567460667
Kurtosis	0.238267914
Mean	19416.04925
Median Absolute Deviation (MAD)	2419.06
Skewness	1.322023189
Sum	81120253.78
Variance	276710709.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38700	2	< 0.1%
6730.01	2	< 0.1%
9491.99	2	< 0.1%
7297.91	2	< 0.1%
7313.8	2	< 0.1%
8235	2	< 0.1%
11837.11	2	< 0.1%
9169.57	2	< 0.1%
9507.01	2	< 0.1%
9685.69	2	< 0.1%
Other values (4158)	4158	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4565.59	1	< 0.1%
4785.67	1	< 0.1%
4800	1	< 0.1%
4939.25	1	< 0.1%
5028.97	1	< 0.1%
5140.39	1	< 0.1%
5148.73	1	< 0.1%
5151.39	1	< 0.1%
5167.26	1	< 0.1%
5172.06	1	< 0.1%

Value	Count	Frequency (%)
64511.21	1	< 0.1%
64288.8	1	< 0.1%
63749.19	1	< 0.1%
63575	1	< 0.1%
63363.29	1	< 0.1%
63331.83	1	< 0.1%
63159.98	1	< 0.1%
63056.61	1	< 0.1%
63045.02	1	< 0.1%
62997.02	1	< 0.1%

volume
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11559.39726

Minimum	5.887034
Maximum	121040.6765
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	5.887034
5-th percentile	3472.615341
Q1	6163.514367
median	9342.436779
Q3	14109.34493
95-th percentile	26754.52962
Maximum	121040.6765
Range	121034.7894
Interquartile range (IQR)	7945.830559

Descriptive statistics

Standard deviation	8774.218216
Coefficient of variation (CV)	0.7590549939
Kurtosis	20.7146133
Mean	11559.39726
Median Absolute Deviation (MAD)	3721.411502
Skewness	3.307933369
Sum	48295161.75
Variance	76986905.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9178.622522	1	< 0.1%
7354.035494	1	< 0.1%
6491.895002	1	< 0.1%
18542.83176	1	< 0.1%
2988.127809	1	< 0.1%
5034.32793	1	< 0.1%
16338.47391	1	< 0.1%
9491.372333	1	< 0.1%
12511.67554	1	< 0.1%
7766.19687	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.887034	1	< 0.1%
1227.36864	1	< 0.1%
1617.659678	1	< 0.1%
1670.360693	1	< 0.1%
1801.004061	1	< 0.1%
1808.576158	1	< 0.1%
1855.570097	1	< 0.1%
1868.440873	1	< 0.1%
1899.983537	1	< 0.1%
1907.027906	1	< 0.1%

Value	Count	Frequency (%)
121040.6765	1	< 0.1%
118131.0809	1	< 0.1%
86060.1624	1	< 0.1%
76357.6927	1	< 0.1%
75541.20577	1	< 0.1%
74717.37041	1	< 0.1%
72865.86805	1	< 0.1%
68602.65437	1	< 0.1%
68283.64442	1	< 0.1%
65426.25284	1	< 0.1%

BB_MIDDLE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4177
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19361.74081

Minimum	5202.812
Maximum	62890.338
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	5202.812
5-th percentile	6974.3188
Q1	8864.522
median	10321.002
Q3	28632.4655
95-th percentile	56833.9658
Maximum	62890.338
Range	57687.526
Interquartile range (IQR)	19767.9435

Descriptive statistics

Standard deviation	16605.95044
Coefficient of variation (CV)	0.8576682539
Kurtosis	0.2351898522
Mean	19361.74081
Median Absolute Deviation (MAD)	2318.39675
Skewness	1.325491439
Sum	80893353.12
Variance	275757589.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12000.054	2	< 0.1%
18990.216	1	< 0.1%
57386.6085	1	< 0.1%
9159.3035	1	< 0.1%
36951.6735	1	< 0.1%
10767.7775	1	< 0.1%
9918.992	1	< 0.1%
7155.16	1	< 0.1%
56847.875	1	< 0.1%
7202.654	1	< 0.1%
Other values (4167)	4167	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5202.812	1	< 0.1%
5204.9645	1	< 0.1%
5205.053	1	< 0.1%
5206.24	1	< 0.1%
5206.9655	1	< 0.1%
5207.609	1	< 0.1%
5207.704	1	< 0.1%
5207.767	1	< 0.1%
5207.886	1	< 0.1%
5208.132	1	< 0.1%

Value	Count	Frequency (%)
62890.338	1	< 0.1%
62865.3065	1	< 0.1%
62847.2875	1	< 0.1%
62828.899	1	< 0.1%
62769.546	1	< 0.1%
62729.0475	1	< 0.1%
62697.81	1	< 0.1%
62627.171	1	< 0.1%
62624.8095	1	< 0.1%
62481.6955	1	< 0.1%

BB_UPPER
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4177
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20444.12469

Minimum	5642.335666
Maximum	66299.1837
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	5642.335666
5-th percentile	7298.923216
Q1	9233.592694
median	10710.69838
Q3	30094.5192
95-th percentile	59591.28188
Maximum	66299.1837
Range	60656.84804
Interquartile range (IQR)	20860.9265

Descriptive statistics

Standard deviation	17714.65616
Coefficient of variation (CV)	0.8664912988
Kurtosis	0.1197137085
Mean	20444.12469
Median Absolute Deviation (MAD)	2381.609014
Skewness	1.29741477
Sum	85415552.95
Variance	313809042.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12416.72343	2	< 0.1%
50782.92312	1	< 0.1%
52222.27516	1	< 0.1%
9316.618661	1	< 0.1%
9358.872742	1	< 0.1%
10798.5806	1	< 0.1%
8396.852233	1	< 0.1%
7300.319221	1	< 0.1%
8671.984418	1	< 0.1%
11725.75282	1	< 0.1%
Other values (4167)	4167	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5642.335666	1	< 0.1%
5648.387325	1	< 0.1%
5650.436953	1	< 0.1%
5650.799763	1	< 0.1%
5651.030564	1	< 0.1%
5651.155952	1	< 0.1%
5651.508033	1	< 0.1%
5652.153244	1	< 0.1%
5655.565227	1	< 0.1%
5655.782828	1	< 0.1%

Value	Count	Frequency (%)
66299.1837	1	< 0.1%
66281.67559	1	< 0.1%
66239.54515	1	< 0.1%
66012.54112	1	< 0.1%
65599.66236	1	< 0.1%
65560.87474	1	< 0.1%
65302.9622	1	< 0.1%
65286.43527	1	< 0.1%
65280.09748	1	< 0.1%
65265.28792	1	< 0.1%

BB_LOWER
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4177
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18279.35694

Minimum	3969.848143
Maximum	61093.78436
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	3969.848143
5-th percentile	6618.760583
Q1	8558.338775
median	9983.950649
Q3	26640.15444
95-th percentile	53666.23345
Maximum	61093.78436
Range	57123.93622
Interquartile range (IQR)	18081.81566

Descriptive statistics

Standard deviation	15536.19106
Coefficient of variation (CV)	0.8499309419
Kurtosis	0.4162400488
Mean	18279.35694
Median Absolute Deviation (MAD)	2502.159466
Skewness	1.368186507
Sum	76371153.28
Variance	241373232.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11583.38457	2	< 0.1%
44573.26026	1	< 0.1%
8604.24668	1	< 0.1%
54307.67628	1	< 0.1%
10590.541	1	< 0.1%
34141.69174	1	< 0.1%
7739.919021	1	< 0.1%
9115.761589	1	< 0.1%
6809.677388	1	< 0.1%
9381.049266	1	< 0.1%
Other values (4167)	4167	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3969.848143	1	< 0.1%
3973.241388	1	< 0.1%
3973.362132	1	< 0.1%
4016.61226	1	< 0.1%
4037.219502	1	< 0.1%
4067.181594	1	< 0.1%
4141.336024	1	< 0.1%
4214.551649	1	< 0.1%
4225.190566	1	< 0.1%
4343.034072	1	< 0.1%

Value	Count	Frequency (%)
61093.78436	1	< 0.1%
60978.53107	1	< 0.1%
60957.33617	1	< 0.1%
60874.69564	1	< 0.1%
60759.91538	1	< 0.1%
60726.75624	1	< 0.1%
60682.61124	1	< 0.1%
60467.84516	1	< 0.1%
60464.682	1	< 0.1%
60223.20351	1	< 0.1%

BBWIDTH
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	4177
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09647830645

Minimum	0.008357727586
Maximum	0.7339990359
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	0.008357727586
5-th percentile	0.02581243387
Q1	0.04782824014
median	0.07708680941
Q3	0.1235513427
95-th percentile	0.2289474406
Maximum	0.7339990359
Range	0.7256413083
Interquartile range (IQR)	0.07572310255

Descriptive statistics

Standard deviation	0.0729316004
Coefficient of variation (CV)	0.7559378174
Kurtosis	14.14462971
Mean	0.09647830645
Median Absolute Deviation (MAD)	0.03407971325
Skewness	2.689090366
Sum	403.0863643
Variance	0.005319018337
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06944459218	2	< 0.1%
0.0313465597	1	< 0.1%
0.04808100985	1	< 0.1%
0.06504971605	1	< 0.1%
0.2261193291	1	< 0.1%
0.1647898537	1	< 0.1%
0.04937915162	1	< 0.1%
0.1374472716	1	< 0.1%
0.04045197806	1	< 0.1%
0.181526961	1	< 0.1%
Other values (4167)	4167	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.008357727586	1	< 0.1%
0.009408930584	1	< 0.1%
0.009470870439	1	< 0.1%
0.009626117147	1	< 0.1%
0.009671243113	1	< 0.1%
0.009939523422	1	< 0.1%
0.01000741279	1	< 0.1%
0.01029865422	1	< 0.1%
0.01046438149	1	< 0.1%
0.0105910432	1	< 0.1%

Value	Count	Frequency (%)
0.7339990359	1	< 0.1%
0.7334943273	1	< 0.1%
0.7316751449	1	< 0.1%
0.7246546251	1	< 0.1%
0.7173679664	1	< 0.1%
0.7123662809	1	< 0.1%
0.6959987545	1	< 0.1%
0.68757411	1	< 0.1%
0.6574889588	1	< 0.1%
0.6542465897	1	< 0.1%

MACD
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.61456028

Minimum	-2776.354455
Maximum	2479.968227
Zeros	0
Zeros (%)	0.0%
Negative	1815
Negative (%)	43.4%
Memory size	32.8 KiB

Quantile statistics

Minimum	-2776.354455
5-th percentile	-872.0667143
Q1	-71.02356796
median	23.84796207
Q3	153.7059163
95-th percentile	918.7834127
Maximum	2479.968227
Range	5256.322682
Interquartile range (IQR)	224.7294842

Descriptive statistics

Standard deviation	521.6657814
Coefficient of variation (CV)	12.84430455
Kurtosis	5.497977542
Mean	40.61456028
Median Absolute Deviation (MAD)	108.1769058
Skewness	-0.3342959866
Sum	169687.6328
Variance	272135.1874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-60.82450122	1	< 0.1%
12.87332014	1	< 0.1%
-313.0592975	1	< 0.1%
627.6562107	1	< 0.1%
266.565502	1	< 0.1%
-121.2503465	1	< 0.1%
818.5927814	1	< 0.1%
116.0062203	1	< 0.1%
220.2959777	1	< 0.1%
379.3469847	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2776.354455	1	< 0.1%
-2758.220961	1	< 0.1%
-2591.019324	1	< 0.1%
-2586.884093	1	< 0.1%
-2583.45881	1	< 0.1%
-2375.974062	1	< 0.1%
-2337.856884	1	< 0.1%
-2126.662201	1	< 0.1%
-2115.796223	1	< 0.1%
-2109.93964	1	< 0.1%

Value	Count	Frequency (%)
2479.968227	1	< 0.1%
2460.844775	1	< 0.1%
2403.16524	1	< 0.1%
2401.915634	1	< 0.1%
2355.705332	1	< 0.1%
2299.357569	1	< 0.1%
2294.479422	1	< 0.1%
2173.401051	1	< 0.1%
2170.481271	1	< 0.1%
2163.431015	1	< 0.1%

MACD_signal
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.03962545

Minimum	-2448.656454
Maximum	2160.899011
Zeros	0
Zeros (%)	0.0%
Negative	1818
Negative (%)	43.5%
Memory size	32.8 KiB

Quantile statistics

Minimum	-2448.656454
5-th percentile	-781.1853342
Q1	-65.4748647
median	24.49167678
Q3	148.8568016
95-th percentile	888.3584388
Maximum	2160.899011
Range	4609.555465
Interquartile range (IQR)	214.3316663

Descriptive statistics

Standard deviation	493.4219859
Coefficient of variation (CV)	12.0230626
Kurtosis	5.453015924
Mean	41.03962545
Median Absolute Deviation (MAD)	102.0182082
Skewness	-0.3626960936
Sum	171463.5551
Variance	243465.2562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-38.01664629	1	< 0.1%
140.5289152	1	< 0.1%
15.0682792	1	< 0.1%
-17.53757535	1	< 0.1%
230.1174369	1	< 0.1%
31.35744724	1	< 0.1%
920.8184757	1	< 0.1%
55.63806836	1	< 0.1%
-39.69826104	1	< 0.1%
-241.4849795	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2448.656454	1	< 0.1%
-2434.119976	1	< 0.1%
-2414.955865	1	< 0.1%
-2369.283909	1	< 0.1%
-2329.139591	1	< 0.1%
-2291.929184	1	< 0.1%
-2217.335875	1	< 0.1%
-2199.008415	1	< 0.1%
-2123.915013	1	< 0.1%
-2093.952301	1	< 0.1%

Value	Count	Frequency (%)
2160.899011	1	< 0.1%
2137.157199	1	< 0.1%
2127.503908	1	< 0.1%
2087.330654	1	< 0.1%
2070.453552	1	< 0.1%
2012.907159	1	< 0.1%
1987.588031	1	< 0.1%
1983.567041	1	< 0.1%
1980.19592	1	< 0.1%
1969.044324	1	< 0.1%

RSI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.95872208

Minimum	7.728338023
Maximum	92.5906425
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	7.728338023
5-th percentile	30.41933231
Q1	43.00231177
median	52.19604641
Q3	60.93119889
95-th percentile	73.0956247
Maximum	92.5906425
Range	84.86230448
Interquartile range (IQR)	17.92888712

Descriptive statistics

Standard deviation	13.0908877
Coefficient of variation (CV)	0.2519478382
Kurtosis	-0.1521274443
Mean	51.95872208
Median Absolute Deviation (MAD)	8.987727614
Skewness	-0.06989832879
Sum	217083.5408
Variance	171.3713408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58.49496078	1	< 0.1%
43.78220443	1	< 0.1%
44.92541838	1	< 0.1%
50.62851778	1	< 0.1%
48.2274284	1	< 0.1%
16.98107172	1	< 0.1%
42.91220931	1	< 0.1%
64.78170862	1	< 0.1%
61.30823591	1	< 0.1%
44.67601179	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.728338023	1	< 0.1%
9.307652451	1	< 0.1%
9.500422886	1	< 0.1%
10.79567433	1	< 0.1%
13.14853245	1	< 0.1%
14.03121877	1	< 0.1%
14.61619393	1	< 0.1%
14.65831148	1	< 0.1%
14.68926153	1	< 0.1%
14.93098933	1	< 0.1%

Value	Count	Frequency (%)
92.5906425	1	< 0.1%
90.45331862	1	< 0.1%
89.32013589	1	< 0.1%
88.84402687	1	< 0.1%
88.80454431	1	< 0.1%
87.95801398	1	< 0.1%
87.71399707	1	< 0.1%
87.70435378	1	< 0.1%
86.34397312	1	< 0.1%
85.85532776	1	< 0.1%

BBp
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5347325265

Minimum	-0.5037401995
Maximum	1.504403038
Zeros	0
Zeros (%)	0.0%
Negative	227
Negative (%)	5.4%
Memory size	32.8 KiB

Quantile statistics

Minimum	-0.5037401995
5-th percentile	-0.02085814943
Q1	0.2882145726
median	0.5541324634
Q3	0.7842260931
95-th percentile	1.051949821
Maximum	1.504403038
Range	2.008143237
Interquartile range (IQR)	0.4960115205

Descriptive statistics

Standard deviation	0.3329955987
Coefficient of variation (CV)	0.6227330155
Kurtosis	-0.5535700685
Mean	0.5347325265
Median Absolute Deviation (MAD)	0.2499492508
Skewness	-0.1175589162
Sum	2234.112496
Variance	0.1108860688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7247368446	1	< 0.1%
0.2234860326	1	< 0.1%
0.7070422774	1	< 0.1%
0.9572722489	1	< 0.1%
0.7060004253	1	< 0.1%
0.2572133995	1	< 0.1%
0.8372326652	1	< 0.1%
0.3427797408	1	< 0.1%
0.5197304515	1	< 0.1%
0.9957135963	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.5037401995	1	< 0.1%
-0.4814761342	1	< 0.1%
-0.4240754887	1	< 0.1%
-0.4113136388	1	< 0.1%
-0.3862489642	1	< 0.1%
-0.3842567272	1	< 0.1%
-0.3725085381	1	< 0.1%
-0.3656768764	1	< 0.1%
-0.3500834991	1	< 0.1%
-0.3415731628	1	< 0.1%

Value	Count	Frequency (%)
1.504403038	1	< 0.1%
1.479220485	1	< 0.1%
1.462415851	1	< 0.1%
1.445838728	1	< 0.1%
1.427222625	1	< 0.1%
1.398758743	1	< 0.1%
1.396142021	1	< 0.1%
1.393502005	1	< 0.1%
1.352088591	1	< 0.1%
1.349615449	1	< 0.1%

ADX
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.39354719

Minimum	9.790051973
Maximum	72.49836312
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	9.790051973
5-th percentile	15.39676113
Q1	20.49731935
median	26.91302212
Q3	35.75485261
95-th percentile	53.263024
Maximum	72.49836312
Range	62.70831115
Interquartile range (IQR)	15.25753326

Descriptive statistics

Standard deviation	11.67314808
Coefficient of variation (CV)	0.397133017
Kurtosis	0.8104043289
Mean	29.39354719
Median Absolute Deviation (MAD)	7.173668716
Skewness	1.047959211
Sum	122806.2402
Variance	136.262386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.0068159	1	< 0.1%
20.65337475	1	< 0.1%
26.76882827	1	< 0.1%
38.55032702	1	< 0.1%
19.61141474	1	< 0.1%
29.19961867	1	< 0.1%
31.36023581	1	< 0.1%
19.64330427	1	< 0.1%
9.790051973	1	< 0.1%
23.97863313	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.790051973	1	< 0.1%
9.825105962	1	< 0.1%
9.989799702	1	< 0.1%
10.06517114	1	< 0.1%
10.1083433	1	< 0.1%
10.11773449	1	< 0.1%
10.32370288	1	< 0.1%
10.55898771	1	< 0.1%
10.63286934	1	< 0.1%
10.65319127	1	< 0.1%

Value	Count	Frequency (%)
72.49836312	1	< 0.1%
71.77054675	1	< 0.1%
71.72814733	1	< 0.1%
71.06308088	1	< 0.1%
70.98674451	1	< 0.1%
70.53120681	1	< 0.1%
70.17586661	1	< 0.1%
70.03732375	1	< 0.1%
69.85010886	1	< 0.1%
69.46500967	1	< 0.1%

DMIp
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.26083814

Minimum	4.421029983
Maximum	86.01234091
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	4.421029983
5-th percentile	9.589532258
Q1	14.25796105
median	19.36734725
Q3	26.01989995
95-th percentile	39.26826342
Maximum	86.01234091
Range	81.59131093
Interquartile range (IQR)	11.7619389

Descriptive statistics

Standard deviation	9.744484995
Coefficient of variation (CV)	0.4583302375
Kurtosis	3.679494924
Mean	21.26083814
Median Absolute Deviation (MAD)	5.67536507
Skewness	1.459403243
Sum	88827.78175
Variance	94.95498782
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.99141577	1	< 0.1%
18.83081843	1	< 0.1%
17.9127061	1	< 0.1%
21.42486751	1	< 0.1%
7.023888561	1	< 0.1%
39.26606275	1	< 0.1%
45.94221309	1	< 0.1%
34.86067849	1	< 0.1%
16.07341448	1	< 0.1%
20.54879183	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.421029983	1	< 0.1%
4.761109213	1	< 0.1%
5.127348383	1	< 0.1%
5.198329931	1	< 0.1%
5.221541864	1	< 0.1%
5.316274616	1	< 0.1%
5.521759797	1	< 0.1%
5.598201465	1	< 0.1%
5.623314719	1	< 0.1%
5.651441656	1	< 0.1%

Value	Count	Frequency (%)
86.01234091	1	< 0.1%
79.86860228	1	< 0.1%
76.70463788	1	< 0.1%
76.19840782	1	< 0.1%
74.16370211	1	< 0.1%
73.9502648	1	< 0.1%
73.52985489	1	< 0.1%
73.21080905	1	< 0.1%
70.7556644	1	< 0.1%
68.86629482	1	< 0.1%

DMIm
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.25894031

Minimum	2.547669429
Maximum	85.87260903
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	2.547669429
5-th percentile	9.633026913
Q1	14.51520874
median	19.4208116
Q3	26.07351865
95-th percentile	39.16956365
Maximum	85.87260903
Range	83.3249396
Interquartile range (IQR)	11.55830991

Descriptive statistics

Standard deviation	9.610145495
Coefficient of variation (CV)	0.4520519535
Kurtosis	3.843873824
Mean	21.25894031
Median Absolute Deviation (MAD)	5.596852325
Skewness	1.414726605
Sum	88819.85261
Variance	92.35489644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.10587525	1	< 0.1%
15.97073571	1	< 0.1%
44.28946701	1	< 0.1%
28.02910377	1	< 0.1%
18.88134842	1	< 0.1%
22.11858628	1	< 0.1%
17.25773981	1	< 0.1%
21.09638343	1	< 0.1%
31.52435679	1	< 0.1%
26.68118799	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.547669429	1	< 0.1%
2.743644001	1	< 0.1%
2.954693539	1	< 0.1%
3.181977658	1	< 0.1%
3.42674517	1	< 0.1%
3.501496564	1	< 0.1%
3.624102557	1	< 0.1%
3.770842453	1	< 0.1%
3.902879677	1	< 0.1%
4.060907257	1	< 0.1%

Value	Count	Frequency (%)
85.87260903	1	< 0.1%
84.08470572	1	< 0.1%
83.12359755	1	< 0.1%
79.73885124	1	< 0.1%
77.18619773	1	< 0.1%
75.79505437	1	< 0.1%
74.04321901	1	< 0.1%
71.67289789	1	< 0.1%
70.52480634	1	< 0.1%
70.38112191	1	< 0.1%

STOCH_K
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4176
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.11458895

Minimum	0.4652045951
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	0.4652045951
5-th percentile	12.48557573
Q1	33.10884235
median	56.05283896
Q3	78.76464799
95-th percentile	93.70157811
Maximum	100
Range	99.5347954
Interquartile range (IQR)	45.65580564

Descriptive statistics

Standard deviation	26.4136709
Coefficient of variation (CV)	0.4792500753
Kurtosis	-1.175380707
Mean	55.11458895
Median Absolute Deviation (MAD)	22.82213848
Skewness	-0.1291340687
Sum	230268.7526
Variance	697.6820107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	3	0.1%
82.21814849	1	< 0.1%
88.89087977	1	< 0.1%
10.74939845	1	< 0.1%
5.164183007	1	< 0.1%
20.67088608	1	< 0.1%
34.72855464	1	< 0.1%
13.84933333	1	< 0.1%
47.2663799	1	< 0.1%
84.67329406	1	< 0.1%
Other values (4166)	4166	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4652045951	1	< 0.1%
0.6600688468	1	< 0.1%
1.399189024	1	< 0.1%
1.690335426	1	< 0.1%
1.73466736	1	< 0.1%
1.747570365	1	< 0.1%
1.78297178	1	< 0.1%
1.880921258	1	< 0.1%
1.923830381	1	< 0.1%
2.08498984	1	< 0.1%

Value	Count	Frequency (%)
100	3	0.1%
99.98981333	1	< 0.1%
99.95897728	1	< 0.1%
99.81317823	1	< 0.1%
99.75213876	1	< 0.1%
99.73123909	1	< 0.1%
99.59682685	1	< 0.1%
99.47885306	1	< 0.1%
99.31574241	1	< 0.1%
99.2757728	1	< 0.1%

STOCH_D
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.10255735

Minimum	4.567169694
Maximum	97.45793485
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.8 KiB

Quantile statistics

Minimum	4.567169694
5-th percentile	16.1217925
Q1	34.14291474
median	55.79483596
Q3	77.48679626
95-th percentile	90.60751078
Maximum	97.45793485
Range	92.89076515
Interquartile range (IQR)	43.34388152

Descriptive statistics

Standard deviation	24.5525428
Coefficient of variation (CV)	0.4455790072
Kurtosis	-1.244122337
Mean	55.10255735
Median Absolute Deviation (MAD)	21.66749472
Skewness	-0.1142597159
Sum	230218.4846
Variance	602.8273578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54.18004384	1	< 0.1%
46.8092703	1	< 0.1%
51.26357095	1	< 0.1%
60.66665465	1	< 0.1%
30.95591564	1	< 0.1%
27.38871131	1	< 0.1%
86.77836431	1	< 0.1%
74.55207523	1	< 0.1%
42.15086516	1	< 0.1%
89.83565412	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.567169694	1	< 0.1%
6.120837142	1	< 0.1%
6.18251676	1	< 0.1%
6.409249346	1	< 0.1%
6.592659313	1	< 0.1%
6.61422993	1	< 0.1%
6.813227458	1	< 0.1%
6.997535494	1	< 0.1%
7.016850285	1	< 0.1%
7.070974544	1	< 0.1%

Value	Count	Frequency (%)
97.45793485	1	< 0.1%
97.36344312	1	< 0.1%
97.30942991	1	< 0.1%
96.75363413	1	< 0.1%
96.72168596	1	< 0.1%
96.5487512	1	< 0.1%
96.33535782	1	< 0.1%
96.26337285	1	< 0.1%
96.22881818	1	< 0.1%
96.02934991	1	< 0.1%

OBV
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	4178
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	786031.1963

Minimum	-288091.3524
Maximum	2289968.413
Zeros	0
Zeros (%)	0.0%
Negative	1041
Negative (%)	24.9%
Memory size	32.8 KiB

Quantile statistics

Minimum	-288091.3524
5-th percentile	-195076.8603
Q1	897.0066063
median	629729.6975
Q3	1593495.052
95-th percentile	2189273.86
Maximum	2289968.413
Range	2578059.766
Interquartile range (IQR)	1592598.045

Descriptive statistics

Standard deviation	811081.7356
Coefficient of variation (CV)	1.03186965
Kurtosis	-1.170003298
Mean	786031.1963
Median Absolute Deviation (MAD)	649582.1683
Skewness	0.4621882885
Sum	3284038338
Variance	6.578535818 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2064965.231	1	< 0.1%
1928308.501	1	< 0.1%
2062973.204	1	< 0.1%
1359160.517	1	< 0.1%
2165159.53	1	< 0.1%
-63357.81132	1	< 0.1%
761983.8495	1	< 0.1%
-25487.79312	1	< 0.1%
27833.23592	1	< 0.1%
-51827.51641	1	< 0.1%
Other values (4168)	4168	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-288091.3524	1	< 0.1%
-286194.5872	1	< 0.1%
-283101.5867	1	< 0.1%
-276416.5708	1	< 0.1%
-276027.965	1	< 0.1%
-273985.2496	1	< 0.1%
-269384.0412	1	< 0.1%
-264430.9865	1	< 0.1%
-261239.8479	1	< 0.1%
-260276.5072	1	< 0.1%

Value	Count	Frequency (%)
2289968.413	1	< 0.1%
2286773.997	1	< 0.1%
2286523.349	1	< 0.1%
2283909.977	1	< 0.1%
2282048.658	1	< 0.1%
2278206.902	1	< 0.1%
2277222.749	1	< 0.1%
2275815.826	1	< 0.1%
2274706.936	1	< 0.1%
2274599.741	1	< 0.1%

buy_sell
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	32.8 KiB

0.0	3917
-1.0	131
1.0	130

Length

Max length	4
Median length	3
Mean length	3.031354715
Min length	3

Characters and Unicode

Total characters	12665
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	3917	93.8%
-1.0	131	3.1%
1.0	130	3.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	3917	93.8%
1.0	261	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	8095	63.9%
.	4178	33.0%
1	261	2.1%
-	131	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8356	66.0%
Other Punctuation	4178	33.0%
Dash Punctuation	131	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8095	96.9%
1	261	3.1%

Other Punctuation

Value	Count	Frequency (%)
.	4178	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	131	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12665	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8095	63.9%
.	4178	33.0%
1	261	2.1%
-	131	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8095	63.9%
.	4178	33.0%
1	261	2.1%
-	131	1.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	datetime	open	high	low	close	volume	BB_MIDDLE	BB_UPPER	BB_LOWER	BBWIDTH	MACD	MACD_signal	RSI	BBp	ADX	DMIp	DMIm	STOCH_K	STOCH_D	OBV	buy_sell
0	2019-07-29 06:00:00	9636.62	9684.70	9570.00	9625.95	2964.951733	9655.1360	10051.704998	9258.567002	0.082147	-26.798091	-34.260569	49.347638	0.463202	40.481041	18.573745	28.714275	45.029600	42.688328	-3730.362418	0.0
1	2019-07-29 10:00:00	9624.79	9650.00	9395.00	9484.96	5156.200126	9644.5340	10047.673609	9241.394391	0.083600	-31.124755	-33.627567	40.421350	0.302086	40.693505	15.607457	38.036932	33.554612	41.611966	-8886.562544	0.0
2	2019-07-29 14:00:00	9484.51	9635.96	9470.21	9539.64	4963.283595	9633.2980	10034.899233	9231.696767	0.083378	-30.435910	-32.984491	44.606295	0.383394	40.857557	13.317077	32.455047	40.589382	39.724531	-3923.278949	0.0
3	2019-07-29 18:00:00	9538.24	9693.98	9411.31	9487.63	6286.064960	9618.0975	10017.471414	9218.723586	0.083046	-33.074310	-33.002562	41.612218	0.336660	41.793762	11.499694	32.491084	57.203901	43.782632	-10209.343909	0.0
4	2019-07-29 22:00:00	9489.81	9549.00	9450.00	9507.64	2928.002460	9603.7790	9997.085630	9210.472370	0.081907	-33.357488	-33.073884	43.192085	0.377781	42.552832	10.026170	28.327808	60.751773	52.848352	-7281.341449	0.0
5	2019-07-30 02:00:00	9509.07	9539.00	9402.00	9441.29	4672.858897	9583.8935	9967.215021	9200.571979	0.079993	-37.797168	-34.022123	39.386475	0.313990	43.746765	8.810401	28.207255	48.987589	55.647754	-11954.200346	1.0
6	2019-07-30 06:00:00	9441.04	9530.00	9427.00	9501.29	4053.532637	9567.7580	9935.369985	9200.146015	0.076844	-36.597290	-34.538718	44.176443	0.409595	44.746124	7.792765	24.949206	59.625887	56.455083	-7900.667709	0.0
7	2019-07-30 10:00:00	9501.29	9564.86	9450.00	9522.90	5037.475534	9538.7530	9806.535573	9270.970427	0.056146	-33.703008	-34.371170	45.836630	0.470399	44.356265	9.235320	22.189126	63.457447	57.356974	-2863.192175	0.0
8	2019-07-30 14:00:00	9524.81	9714.28	9514.00	9682.35	8374.953576	9520.1040	9655.768642	9384.439358	0.028501	-19.652008	-31.421633	56.189720	1.097967	40.328846	17.398349	19.826983	91.728723	71.604019	5511.761401	0.0
9	2019-07-30 18:00:00	9684.58	9714.00	9502.21	9598.52	6489.707589	9523.7395	9663.871337	9383.607663	0.029428	-14.503434	-28.032749	50.702489	0.766822	37.043714	15.608887	18.467411	76.865248	77.350473	-977.946188	0.0

Last rows

	datetime	open	high	low	close	volume	BB_MIDDLE	BB_UPPER	BB_LOWER	BBWIDTH	MACD	MACD_signal	RSI	BBp	ADX	DMIp	DMIm	STOCH_K	STOCH_D	OBV	buy_sell
4168	2021-06-23 10:00:00	33982.26	34500.00	33650.21	33911.39	18341.765169	33374.2595	36023.782226	30724.736774	0.158776	-754.343978	-1056.636346	49.099656	0.601364	42.604896	17.191220	31.799137	86.244642	77.060082	1.668691e+06	0.0
4169	2021-06-23 14:00:00	33911.40	34881.00	33400.30	33490.14	28265.873145	33266.8810	35694.983052	30838.778948	0.145977	-678.296518	-980.968380	46.564964	0.545974	41.344574	17.731636	29.527770	77.108953	79.300058	1.640425e+06	0.0
4170	2021-06-23 18:00:00	33490.14	33947.17	32870.99	32879.97	16689.643728	33217.2345	35633.740180	30800.728820	0.145497	-659.659830	-916.706670	43.094673	0.430216	40.468667	16.465091	29.968990	67.066656	76.806750	1.623735e+06	0.0
4171	2021-06-23 22:00:00	32882.50	33785.26	32749.01	33678.07	12525.748531	33180.0025	35540.604445	30819.400555	0.142291	-573.874848	-848.140306	48.500935	0.605496	39.724290	15.289013	28.423477	80.201942	74.792517	1.636261e+06	0.0
4172	2021-06-24 02:00:00	33675.07	33879.99	32339.82	32589.20	14734.386878	33034.3215	35136.861553	30931.781447	0.127294	-586.985932	-795.909431	42.560067	0.394147	39.261221	14.196941	28.335180	62.281106	69.849901	1.621527e+06	0.0
4173	2021-06-24 06:00:00	32589.20	33280.55	32286.57	32853.74	13051.055908	32897.0005	34618.086206	31175.914794	0.104635	-569.465945	-750.620734	44.343734	0.487432	38.862361	13.182873	26.570789	66.634957	69.706002	1.634578e+06	0.0
4174	2021-06-24 10:00:00	32853.74	33930.23	32820.61	33850.77	13506.337429	32857.0575	34438.276435	31275.838565	0.096248	-469.714662	-694.439520	50.573368	0.814224	37.702802	15.567150	24.672875	83.044273	70.653445	1.648084e+06	0.0
4175	2021-06-24 14:00:00	33850.78	34583.58	33756.04	33886.52	18730.794267	32900.1085	34546.191932	31254.025068	0.100066	-383.357222	-632.223060	50.786079	0.799624	35.913020	17.766560	22.910527	83.632653	77.770628	1.666815e+06	0.0
4176	2021-06-24 18:00:00	33888.81	35298.00	33751.00	34857.73	18670.724202	33016.9670	34868.604247	31165.329753	0.112163	-233.854075	-552.549263	56.289530	0.997064	33.547244	20.118319	21.274061	93.219313	86.632080	1.685486e+06	-1.0
4177	2021-06-24 22:00:00	34854.63	34999.09	34652.01	34744.61	3254.972388	33119.7980	35117.201711	31122.394289	0.120617	-123.080793	-466.655569	55.510891	0.906731	31.350453	18.681297	19.754485	84.954051	87.268672	1.682231e+06	0.0

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows